The Posterior Mode of Beta Distribution
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Exercise 4.14 from Bayes Rules!
Completing the Square for Multivariate Normal Model
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Equation (3.13) from BDA on page 71
Completing the Square for Normal Model with Multiple Observations
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Equation (2.11) from BDA on page 42
A Quantum of the Fisher Information Derivation
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Equation (2.20) from BDA on page 53
Mean and Variance of The Negative Binomial through Conditionals
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Exercise 6 Solution from BDA on page 58
Deriving Marginal Distribution from Poisson & Gamma Conjugate Pair
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Deriving Neg-bin from BDA on page 49
Showing Binomial is an Exponential Family with a Natural Parameter
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This is an exercise from BDA on page 37
Predictive Distributions (BDA 3rd Edition, Chapter 2)
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This post explores Exercise 2 in Chapter 2
Variance and Covariance of Categorical Distribution
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Properties of Categorical Distribution
Micro-average == Weighted Macro-average
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Micro-average & Weighted Macro-average
Gibbs Sampling for the Uninitiated part 1
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Gibbs sampling for dummies
A Foundation of Faster Optimization Algorithms part 1
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Exponentially weighted averages
Adding Macro-Averages Precision into Lesson 3 of Fast.ai
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Implement Macro-Averages for Lesson 3
Creating Mask Images from Shapely Polygons
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How to create mask images from polygons
Creating a One-Hot Encoding in PyTorch
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One-hot encoding in PyTorch
Forward and Backpropagation in One Round
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Forward prop and backprop
Gradients of Softmax Output Layer in Gory Details
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The gradients of softmax output layer
Deriving Normal Equation of Linear Regression Model
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How to derive normal equation
Building Logistic Regression Model from Linear Regression Model
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Logistic & linear regression relationship
Computing Gradients of Cost Function from Logistic Regression
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The gradients of logistic regression
One of Many Inverse Theorems
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An inverse theorem
Hasil Kali Titik dan Sudut Antara 2 Vektor
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Hubungan Hasil Kali Titik dan Sudut
Matriks Transisi Antara 2 Basis di Suatu Ruang Vektor
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Matriks transisi antara 2 basis
Contoh Pembuktian Ruang Vektor dengan sangat Detil
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Pembuktikan ruang vektor
Mengenal dan Memahami Bapa yang di Surga
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Siapakah Bapa yang di Surga?
Who is a Forgiven Sinner?
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A forgiven sinner
Internet Evangelism
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The Story Film
Mencari Arti Hidup di dalam Penderitaan
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Finding Meaning in Suffering
Gereja Menghasilkan Murid Kristus
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Gereja yang menghasilkan murid Kristus
Berdiam Diri di Hadapan Tuhan
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Berdiam Diri di Hadapan Tuhan